epoch 0, loss_tr=7.165319 err_tr=0.992510 loss_te=7.696419 err_te=0.983470 err_te_snt=0.968975
epoch 8, loss_tr=5.608348 err_tr=0.553232 loss_te=7.197257 err_te=0.729832 err_te_snt=0.299423
epoch 16, loss_tr=5.363404 err_tr=0.330703 loss_te=7.038791 err_te=0.608959 err_te_snt=0.113997
epoch 24, loss_tr=5.246703 err_tr=0.205488 loss_te=6.910500 err_te=0.519088 err_te_snt=0.049062
epoch 32, loss_tr=5.179927 err_tr=0.131348 loss_te=6.899113 err_te=0.511497 err_te_snt=0.050505
epoch 40, loss_tr=5.137461 err_tr=0.083984 loss_te=6.829139 err_te=0.463778 err_te_snt=0.030303
epoch 48, loss_tr=5.112072 err_tr=0.059434 loss_te=6.751622 err_te=0.412808 err_te_snt=0.014430
epoch 56, loss_tr=5.092450 err_tr=0.040176 loss_te=6.701430 err_te=0.380235 err_te_snt=0.012987
epoch 64, loss_tr=5.079013 err_tr=0.028574 loss_te=6.699046 err_te=0.379210 err_te_snt=0.012266
epoch 72, loss_tr=5.068756 err_tr=0.021787 loss_te=6.700624 err_te=0.381235 err_te_snt=0.010101
epoch 80, loss_tr=5.060963 err_tr=0.016416 loss_te=6.747684 err_te=0.415720 err_te_snt=0.020924
epoch 88, loss_tr=5.053737 err_tr=0.011582 loss_te=6.638336 err_te=0.339316 err_te_snt=0.007215
epoch 96, loss_tr=5.048484 err_tr=0.008936 loss_te=6.639503 err_te=0.342589 err_te_snt=0.009380
epoch 104, loss_tr=5.043802 err_tr=0.006699 loss_te=6.654626 err_te=0.350024 err_te_snt=0.012266
epoch 112, loss_tr=5.040381 err_tr=0.005703 loss_te=6.609321 err_te=0.323130 err_te_snt=0.007215
epoch 120, loss_tr=5.036947 err_tr=0.004160 loss_te=6.665843 err_te=0.362086 err_te_snt=0.013709
epoch 128, loss_tr=5.034272 err_tr=0.003340 loss_te=6.656021 err_te=0.353028 err_te_snt=0.012987
epoch 136, loss_tr=5.031900 err_tr=0.002832 loss_te=6.602369 err_te=0.316945 err_te_snt=0.009380
epoch 144, loss_tr=5.029726 err_tr=0.002266 loss_te=6.596703 err_te=0.311080 err_te_snt=0.007215
epoch 152, loss_tr=5.028069 err_tr=0.001807 loss_te=6.579475 err_te=0.302412 err_te_snt=0.004329
epoch 160, loss_tr=5.026039 err_tr=0.001504 loss_te=6.581237 err_te=0.301527 err_te_snt=0.004329
epoch 168, loss_tr=5.024954 err_tr=0.001494 loss_te=6.577566 err_te=0.302805 err_te_snt=0.006494
epoch 176, loss_tr=5.023540 err_tr=0.001299 loss_te=6.606863 err_te=0.320844 err_te_snt=0.007937
epoch 184, loss_tr=5.022149 err_tr=0.001006 loss_te=6.563942 err_te=0.291204 err_te_snt=0.005051
epoch 192, loss_tr=5.021203 err_tr=0.001006 loss_te=6.590603 err_te=0.307035 err_te_snt=0.005051
epoch 200, loss_tr=5.020251 err_tr=0.000928 loss_te=6.618120 err_te=0.327231 err_te_snt=0.010823
epoch 208, loss_tr=5.019353 err_tr=0.000840 loss_te=6.552083 err_te=0.282368 err_te_snt=0.005051
epoch 216, loss_tr=5.018186 err_tr=0.000605 loss_te=6.578920 err_te=0.298991 err_te_snt=0.007215
epoch 224, loss_tr=5.017516 err_tr=0.000508 loss_te=6.564766 err_te=0.291021 err_te_snt=0.004329
epoch 232, loss_tr=5.016509 err_tr=0.000391 loss_te=6.545503 err_te=0.279746 err_te_snt=0.003608
epoch 240, loss_tr=5.016015 err_tr=0.000459 loss_te=6.584795 err_te=0.302023 err_te_snt=0.006494
epoch 248, loss_tr=5.015352 err_tr=0.000312 loss_te=6.595364 err_te=0.309818 err_te_snt=0.007215
epoch 256, loss_tr=5.014683 err_tr=0.000264 loss_te=6.624124 err_te=0.326484 err_te_snt=0.007937
epoch 264, loss_tr=5.014106 err_tr=0.000322 loss_te=6.552195 err_te=0.283481 err_te_snt=0.003608
epoch 272, loss_tr=5.013628 err_tr=0.000332 loss_te=6.581553 err_te=0.300330 err_te_snt=0.006494
epoch 280, loss_tr=5.013073 err_tr=0.000273 loss_te=6.556212 err_te=0.284967 err_te_snt=0.004329
epoch 288, loss_tr=5.012586 err_tr=0.000225 loss_te=6.536858 err_te=0.273982 err_te_snt=0.004329
epoch 296, loss_tr=5.012124 err_tr=0.000322 loss_te=6.546865 err_te=0.277666 err_te_snt=0.004329
epoch 304, loss_tr=5.011715 err_tr=0.000234 loss_te=6.543432 err_te=0.276772 err_te_snt=0.005051
epoch 312, loss_tr=5.011271 err_tr=0.000234 loss_te=6.573205 err_te=0.297363 err_te_snt=0.006494
epoch 320, loss_tr=5.010700 err_tr=0.000176 loss_te=6.544925 err_te=0.277900 err_te_snt=0.005772
epoch 328, loss_tr=5.010506 err_tr=0.000146 loss_te=6.566723 err_te=0.292154 err_te_snt=0.005772
epoch 336, loss_tr=5.010048 err_tr=0.000117 loss_te=6.530147 err_te=0.268077 err_te_snt=0.002165
epoch 344, loss_tr=5.009772 err_tr=0.000186 loss_te=6.539469 err_te=0.272379 err_te_snt=0.004329
epoch 352, loss_tr=5.009363 err_tr=0.000098 loss_te=6.537186 err_te=0.270637 err_te_snt=0.005051
